Files
Funding_Rate/ws_extended_orderbook.py

144 lines
5.3 KiB
Python

import asyncio
import json
import logging
import socket
import traceback
from datetime import datetime
from typing import AsyncContextManager
import numpy as np
import pandas as pd
import requests.packages.urllib3.util.connection as urllib3_cn # type: ignore
from sqlalchemy import text
import websockets
from sqlalchemy.ext.asyncio import create_async_engine
import valkey
import os
from dotenv import load_dotenv
### Allow only ipv4 ###
def allowed_gai_family():
return socket.AF_INET
urllib3_cn.allowed_gai_family = allowed_gai_family
### Database ###
USE_DB: bool = False
USE_VK: bool = True
VK_TICKER = 'fut_ticker_extended'
CON: AsyncContextManager
VAL_KEY: valkey.Valkey
### Logging ###
load_dotenv()
LOG_FILEPATH: str = f'{os.getenv("LOGS_PATH")}/Fund_Rate_Extended_OB.log'
### CONSTANTS ###
SYMBOL: str = 'ETH-USD'
### Globals ###
ALLOW_SYMBOL_CHG: bool = True
### Websocket ###
async def ws_stream():
global SYMBOL
while True:
CHANGE_SYMBOL = False
WSS_URL = f"wss://api.starknet.extended.exchange/stream.extended.exchange/v1/orderbooks/{SYMBOL}?depth=1"
async for websocket in websockets.connect(WSS_URL):
if CHANGE_SYMBOL:
break
logging.info(f"Connected to {WSS_URL}")
try:
async for message in websocket:
### Update Symbol if Algo Outputs Change ###
if ALLOW_SYMBOL_CHG:
vk_get: str = VAL_KEY.get(name='fr_algo_working_symbol') # ty:ignore[invalid-assignment]
if vk_get:
best_symbol_by_exchange: dict = json.loads(s=vk_get)
best_symbol: str = best_symbol_by_exchange['EXTEND']['symbol']
if best_symbol != SYMBOL:
logging.info(f'Symbol Change: {SYMBOL} -> {best_symbol}')
SYMBOL = best_symbol
CHANGE_SYMBOL = True
await websocket.close()
break
else:
logging.warning('Extend Orderbook WS: "fr_algo_working_symbol" is None; not switching to new symbol...')
ts_arrival = round(datetime.now().timestamp()*1000)
if isinstance(message, str):
try:
data = json.loads(message)
if data.get('type', None) is not None:
# print(f'OB: {data}')
VAL_KEY_OBJ = json.dumps({
'sequence_id': data['seq'],
'timestamp_arrival': ts_arrival,
'timestamp_msg': data['ts'],
'symbol': data['data']['m'],
'best_bid_px': float(data['data']['b'][0]['p']),
'best_bid_qty': float(data['data']['b'][0]['q']),
'best_ask_px': float(data['data']['a'][0]['p']),
'best_ask_qty': float(data['data']['a'][0]['q']),
})
VAL_KEY.set(VK_TICKER, VAL_KEY_OBJ)
continue
else:
logging.info(f'Initial or unexpected data struct, skipping: {data}')
continue
except (json.JSONDecodeError, ValueError):
logging.warning(f'Message not in JSON format, skipping: {message}')
continue
else:
raise ValueError(f'Type: {type(data)} not expected: {message}')
except websockets.ConnectionClosed as e:
logging.error(f'Connection closed: {e}')
logging.error(traceback.format_exc())
continue
except Exception as e:
logging.error(f'Connection closed: {e}')
logging.error(traceback.format_exc())
async def main():
global VAL_KEY
global CON
if USE_VK:
VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0)
else:
logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")
raise NotImplementedError('Cannot run without VK')
if USE_DB:
raise NotImplementedError('DB not implemented')
# engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
# async with engine.connect() as CON:
# # await create_rtds_btcusd_table(CON=CON)
# await ws_stream()
else:
logging.warning("DATABASE NOT BEING USED, NO DATA WILL BE RECORDED")
await ws_stream()
if __name__ == '__main__':
START_TIME = round(datetime.now().timestamp()*1000)
logging.info(f'Log FilePath: {LOG_FILEPATH}')
logging.basicConfig(
force=True,
filename=LOG_FILEPATH,
level=logging.INFO,
format='%(asctime)s - %(levelname)s - %(message)s',
filemode='w'
)
logging.info(f"STARTED: {START_TIME}")
try:
asyncio.run(main())
except KeyboardInterrupt:
logging.info("Stream stopped")